ResearchBenchmarksFederated Learning System Efficiency Analysis on LTE Environment (per round)Follow128Payload (MB)FedBAT92.16334.08576817.92Apr 28, 2026Evaluation ResultsMethodMethodLinksPayload (MB)Communication Time (s)Computation Time (s)Total Time (s)Energy Consumption (J)FedBAT2026.0412851.27.558.7106.8Fed-FSTQ2026.04153.655.25.8561.0598.5QSGDquantization=4-bitquantization=4-bit2026.04256102.45.5107.9175.6Fed-ToMe2026.04512204.86.5211.3333.2FedPAQ2026.04819.2327.685.25332.93512.52FedAvg2026.041,024409.65414.6634.4